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dmllr avatar dmllr commented on June 20, 2024

Hi @ashfaq92,

You're right.

And, to be clear, dynamic update is far out of the scope of search algorithm in general and LOPQ particularly.
In point of view of System Design, dynamic update should be basically a functionality of your Service using LOPQ as backbone search engine. It is very likely that you may replace LOPQ with something different but keep update subsystem unmodified.

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ashfaq92 avatar ashfaq92 commented on June 20, 2024

Thank you for the prompt reply.
Actually my problem includes performing 'n' number of nearest neighbor batch queries for 'n' randomly generated vectors to a dataset and inserting one (based on some criteria) of these randomly generated to the existing dataset.
In this way, data-set will be incrementally increased each time after the batch queries are performed

can you please suggest any help in this case?

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dmllr avatar dmllr commented on June 20, 2024

@ashfaq92, I believe LOPQSearcher.add_data or LOPQSearcher.add_codes would help you.

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